Find which open-weight LLMs fit in your GPU or Mac and compare the speeds people report on setups like yours.
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These are individual setups, not a controlled benchmark. Compare GPU count, quantization, context and offloading before comparing speeds. How to read a report →
Exact recorded values. Context may be a configured limit; matching filters does not establish identical prompts, offloading or concurrency.
User reports DeepSeek V4 Flash at 11-13 t/s on an M3 Max 96GB with SSD streaming and iogpu.wired_limit_mb=86016. Setup is antirez's ds4 engine with GGUF. TTFT is 3-5s after warmup. Prefill of 36k tokens takes about 2.5 minutes.
On Qwen3.8 27B at 4-bit, plain single-GPU runs. Full ranking